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Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1302
Neural Guided Diffusion Bridges
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2304
Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-606
Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1701
GRAIL: Graph Edit Distance and Node Alignment using LLM-Generated Code
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3200
VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-800
Leveraging Randomness in Model and Data Partitioning for Privacy Amplification
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3208
Conditional Diffusion Model with Nonlinear Data Transformation for Time Series Forecasting
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Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3609
Online Curvature-Aware Replay: Leveraging $\mathbf{2^{nd}}$ Order Information for Online Continual Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3011
iN2V: Bringing Transductive Node Embeddings to Inductive Graphs
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3210
Efficient Generative Modeling with Residual Vector Quantization-Based Tokens
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2301
Quadratic Upper Bound for Boosting Robustness
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3207
Explainable Concept Generation through Vision-Language Preference Learning for Understanding Neural Networks' Internal Representations
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2105
Minimum Width for Universal Approximation using Squashable Activation Functions
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2906
Scaling Inference-Efficient Language Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1203
Towards Attributions of Input Variables in a Coalition
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1908
Data-Driven Selection of Instrumental Variables for Additive Nonlinear, Constant Effects Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3604
The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2804
Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1406
Integration-free Kernels for Equivariant Gaussian Process Modelling
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1803
Copilot Arena: A Platform for Code LLM Evaluation in the Wild
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1600
Instance Correlation Graph-based Naive Bayes
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3003
Primal-Dual Neural Algorithmic Reasoning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3503
High Dynamic Range Novel View Synthesis with Single Exposure
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2300
Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1205
Towards Global-level Mechanistic Interpretability: A Perspective of Modular Circuits of Large Language Models
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-704
Not All Wrong is Bad: Using Adversarial Examples for Unlearning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2809
Towards Cost-Effective Reward Guided Text Generation
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2811
Nemotron-CORTEXA: Enhancing LLM Agents for Software Engineering Tasks via Improved Localization and Solution Diversity
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1009
Privacy Amplification Through Synthetic Data: Insights from Linear Regression
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1507
Universal Neural Optimal Transport
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2810
Synthetic Text Generation for Training Large Language Models via Gradient Matching
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2212
An analytic theory of creativity in convolutional diffusion models
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3405
Training Deep Learning Models with Norm-Constrained LMOs
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-504
Position: A Theory of Deep Learning Must Include Compositional Sparsity
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2802
On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention for Long-Context LLM Serving
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3306
BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2003
DOLPHIN: A Programmable Framework for Scalable Neurosymbolic Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1805
Toward Efficient Kernel-Based Solvers for Nonlinear PDEs
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2102
Concept-Centric Token Interpretation for Vector-Quantized Generative Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2709
The Canary’s Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2311
Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1806
Statistical and Computational Guarantees of Kernel Max-Sliced Wasserstein Distances
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1603
Does learning the right latent variables necessarily improve in-context learning?
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1708
GMAIL: Generative Modality Alignment for generated Image Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2012
Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1602
Knowledge-Guided Wasserstein Distributionally Robust Optimization
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3504
Avoiding spurious sharpness minimization broadens applicability of SAM
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2303
An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2305
SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-505
Position: Lifetime tuning is incompatible with continual reinforcement learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2909
KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2101
Investigating the Overlooked Hessian Structure: From CNNs to LLMs
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Oral Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-501
Position: Certified Robustness Does Not (Yet) Imply Model Security
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3502
Dynamic Sparse Training of Diagonally Sparse Networks
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-605
Position: Future Research and Challenges Remain Towards AI for Software Engineering
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-604
Position: AI Scaling: From Up to Down and Out
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-502
Position: AI Safety Must Embrace an Antifragile Perspective
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2507
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-804
The Jailbreak Tax: How Useful are Your Jailbreak Outputs?
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2407
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2801
SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1103
Detecting Strategic Deception with Linear Probes
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3007
Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3010
Unifews: You Need Fewer Operations for Efficient Graph Neural Networks
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1911
Telling Peer Direct Effects from Indirect Effects in Observational Network Data
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2106
Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight Symmetry
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-902
PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2607
Layer by Layer: Uncovering Hidden Representations in Language Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-500
Position: The Categorization of Race in ML is a Flawed Premise
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Oral Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-601
Position: Not All Explanations for Deep Learning Phenomena Are Equally Valuable
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-506
Position: Spectral GNNs Rely Less on Graph Fourier Basis than Conceived
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-503
Position: Constants are Critical in Regret Bounds for Reinforcement Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2908
A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3507
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3408
The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1404
Do Bayesian Neural Networks Actually Behave Like Bayesian Models?
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2608
Learning Dynamics in Continual Pre-Training for Large Language Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3202
Sparse Autoencoders, Again?
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3102
Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2905
Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3203
Ensemble Distribution Distillation via Flow Matching
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3312
Learning to (Learn at Test Time): RNNs with Expressive Hidden States
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-803
MTL-UE: Learning to Learn Nothing for Multi-Task Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1002
Relative Error Fair Clustering in the Weak-Strong Oracle Model
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2011
Doubly Protected Estimation for Survival Outcomes Utilizing External Controls for Randomized Clinical Trials
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2700
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1001
The Disparate Benefits of Deep Ensembles
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1707
Deep Unsupervised Hashing via External Guidance
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2900
From Language Models over Tokens to Language Models over Characters
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3205
Generalized Interpolating Discrete Diffusion
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1912
A Sample Efficient Conditional Independence Test in the Presence of Discretization
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1201
SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1910
A Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1812
Preconditioned Riemannian Gradient Descent Algorithm for Low-Multilinear-Rank Tensor Completion
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1401
Fast and Provable Algorithms for Sparse PCA with Improved Sample Complexity
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1605
R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2805
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1200
Data-driven Design of Randomized Control Trials with Guaranteed Treatment Effects
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3206
How to Move Your Dragon: Text-to-Motion Synthesis for Large-Vocabulary Objects
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2600
Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3001
FicGCN: Unveiling the Homomorphic Encryption Efficiency from Irregular Graph Convolutional Networks
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1202
Learning Multi-Level Features with Matryoshka Sparse Autoencoders
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1005
CAN: Leveraging Clients As Navigators for Generative Replay in Federated Continual Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1502
LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1209
Domain2Vec: Vectorizing Datasets to Find the Optimal Data Mixture without Training
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1902
Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1306
Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1909
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2004
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2812
Multi-agent Architecture Search via Agentic Supernet
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3608
ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1606
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3209
Masked Generative Nested Transformers with Decode Time Scaling
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1204
Auditing Prompt Caching in Language Model APIs
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2710
MATS: An Audio Language Model under Text-only Supervision
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-701
ExpProof : Operationalizing Explanations for Confidential Models with ZKPs
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2206
Adversarial Perturbations Are Formed by Iteratively Learning Linear Combinations of the Right Singular Vectors of the Adversarial Jacobian
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2400
Large Language Models to Diffusion Finetuning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2907
EvFocus: Learning to Reconstruct Sharp Images from Out-of-Focus Event Streams
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3606
Vision-Language Model Selection and Reuse for Downstream Adaptation
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1007
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1607
Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3301
The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2702
The Surprising Effectiveness of Test-Time Training for Few-Shot Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3610
Lightweight-Mark: Rethinking Deep Learning-Based Watermarking
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-705
Compositional Condition Question Answering in Tabular Understanding
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3310
In-Context Learning as Conditioned Associative Memory Retrieval
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2601
Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1405
BILBO: BILevel Bayesian Optimization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2501
EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1906
Isolated Causal Effects of Natural Language
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1407
Robust and Conjugate Spatio-Temporal Gaussian Processes
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2405
OrthoRank: Token Selection via Sink Token Orthogonality for Efficient LLM inference
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3006
No Metric to Rule Them All: Toward Principled Evaluations of Graph-Learning Datasets
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2605
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1408
Pareto-frontier Entropy Search with Variational Lower Bound Maximization
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1500
When to retrain a machine learning model
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3302
Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2606
Diving into Self-Evolving Training for Multimodal Reasoning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3212
Learning Monotonic Probabilities with a Generative Cost Model
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3112
Multidimensional Adaptive Coefficient for Inference Trajectory Optimization in Flow and Diffusion
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2609
Training a Generally Curious Agent
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3309
Griffin: Towards a Graph-Centric Relational Database Foundation Model
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1709
Aligning Multimodal Representations through an Information Bottleneck
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1809
Non-stationary Online Learning for Curved Losses: Improved Dynamic Regret via Mixability
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3501
KIND: Knowledge Integration and Diversion for Training Decomposable Models
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-806
STD-FD: Spatio-Temporal Distribution Fitting Deviation for AIGC Forgery Identification
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-905
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3500
Fast Inference with Kronecker-Sparse Matrices
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2612
PILAF: Optimal Human Preference Sampling for Reward Modeling
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1804
LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2512
RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2806
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1109
On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3602
TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2509
BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3512
Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1303
Learning-Order Autoregressive Models with Application to Molecular Graph Generation
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1702
Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2708
Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2010
Improving the Variance of Differentially Private Randomized Experiments through Clustering
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3110
Inference-Time Alignment of Diffusion Models with Direct Noise Optimization
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1308
A General Framework for Inference-time Scaling and Steering of Diffusion Models
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1107
Fast Estimation of Partial Dependence Functions using Trees
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3511
How to set AdamW's weight decay as you scale model and dataset size
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2504
Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1904
Quantifying Treatment Effects: Estimating Risk Ratios via Observational Studies
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1706
Latent Score-Based Reweighting for Robust Classification on Imbalanced Tabular Data
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3411
On Expressive Power of Looped Transformers: Theoretical Analysis and Enhancement via Timestep Encoding
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1900
Deep Streaming View Clustering
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1705
Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-802
Identifying and Understanding Cross-Class Features in Adversarial Training
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3510
Scaling Collapse Reveals Universal Dynamics in Compute-Optimally Trained Neural Networks
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1304
Revisiting Unbiased Implicit Variational Inference
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1307
Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1106
From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2308
The Logical Implication Steering Method for Conditional Interventions on Transformer Generation
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-706
ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3106
Angle Domain Guidance: Latent Diffusion Requires Rotation Rather Than Extrapolation
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2503
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1105
Tensor Product Neural Networks for Functional ANOVA Model
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3105
VCT: Training Consistency Models with Variational Noise Coupling
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3603
Topological Signatures of Adversaries in Multimodal Alignments
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Slides]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3104
Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3012
TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1601
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large $p$
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3402
Improving Memory Efficiency for Training KANs via Meta Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2108
Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2210
$K^2$VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1608
Homophily Enhanced Graph Domain Adaptation
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1003
FDGen: A Fairness-Aware Graph Generation Model
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2411
Great Models Think Alike and this Undermines AI Oversight
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2401
Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2104
A Simple Model of Inference Scaling Laws
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2402
The Synergy of LLMs & RL Unlocks Offline Learning of Generalizable Language-Conditioned Policies with Low-fidelity Data
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1704
Learning Optimal Multimodal Information Bottleneck Representations
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2406
Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-703
A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment
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Slides]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1508
Random Registers for Cross-Domain Few-Shot Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2408
The Missing Alignment Link of In-context Learning on Sequences
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2912
A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3404
A First-order Generative Bilevel Optimization Framework for Diffusion Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2002
Learning without Isolation: Pathway Protection for Continual Learning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-801
Distributed Differentially Private Data Analytics via Secure Sketching
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1403
Doubly Robust Conformalized Survival Analysis with Right-Censored Data
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-702
Test-Time Multimodal Backdoor Detection by Contrastive Prompting
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3103
Towards a Unified Framework of Clustering-based Anomaly Detection
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3508
How Compositional Generalization and Creativity Improve as Diffusion Models are Trained
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2312
Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2009
Joint Metric Space Embedding by Unbalanced Optimal Transport with Gromov–Wasserstein Marginal Penalization
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2800
Focus On This, Not That! Steering LLMs with Adaptive Feature Specification
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1810
Active feature acquisition via explainability-driven ranking
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1800
Uncertainty Quantification for LLM-Based Survey Simulations
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2410
Improving Parallel Program Performance with LLM Optimizers via Agent-System Interfaces
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3509
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2500
Tool Unlearning for Tool-Augmented LLMs
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2307
Mechanistic PDE Networks for Discovery of Governing Equations
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3401
LapSum - One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1802
Measuring Diversity in Synthetic Datasets
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-901
Differentially Private Federated $k$-Means Clustering with Server-Side Data
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1402
Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3412
HashAttention: Semantic Sparsity for Faster Inference
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1100
Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3303
Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3107
Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2205
LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-600
Position: Language model developers should report train-test overlap
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2203
Test-Time Canonicalization by Foundation Models for Robust Perception
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2001
Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2505
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2703
From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2107
On the Power of Context-Enhanced Learning in LLMs
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1305
Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3111
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-700
One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-904
An Efficient Private GPT Never Autoregressively Decodes
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1309
Tuning Sequential Monte Carlo Samplers via Greedy Incremental Divergence Minimization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1006
Cape: Context-Aware Prompt Perturbation Mechanism with Differential Privacy
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2302
From Debate to Equilibrium: Belief‑Driven Multi‑Agent LLM Reasoning via Bayesian Nash Equilibrium
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Slides]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2611
Residual Matrix Transformers: Scaling the Size of the Residual Stream
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-805
The Perils of Optimizing Learned Reward Functions: Low Training Error Does Not Guarantee Low Regret
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3008
Learning Latent Graph Structures and their Uncertainty
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1101
Preference learning made easy: Everything should be understood through win rate
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2202
Towards Robust Influence Functions with Flat Validation Minima
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2000
BoA: Attention-aware Post-training Quantization without Backpropagation
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2201
Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2109
When Diffusion Models Memorize: Inductive Biases in Probability Flow of Minimum-Norm Shallow Neural Nets
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2604
LIFT the Veil for the Truth: Principal Weights Emerge after Rank Reduction for Reasoning-Focused Supervised Fine-Tuning
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1208
Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2110
Neural Collapse Beyond the Unconstrained Features Model: Landscape, Dynamics, and Generalization in the Mean-Field Regime
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3410
Selective Prompt Anchoring for Code Generation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2100
AtlasD: Automatic Local Symmetry Discovery
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2200
TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2707
ReVISE: Learning to Refine at Test-Time via Intrinsic Self-Verification
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2603
Large Language Models are Demonstration Pre-Selectors for Themselves
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3607
Universal Approximation of Mean-Field Models via Transformers
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2602
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2711
HPS: Hard Preference Sampling for Human Preference Alignment
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2510
AMPO: Active Multi Preference Optimization for Self-play Preference Selection
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3403
Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2701
Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs
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Slides]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1907
Distinguishing Cause from Effect with Causal Velocity Models
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2712
Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1703
Randomized Dimensionality Reduction for Euclidean Maximization and Diversity Measures
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3304
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2911
Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2207
OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable?
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3605
Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2409
RE-Bench: Evaluating Frontier AI R&D Capabilities of Language Model Agents against Human Experts
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2211
Winner-takes-all for Multivariate Probabilistic Time Series Forecasting
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2404
Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2403
Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction
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Slides]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1509
Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2306
Stochastic Layer-Wise Shuffle for Improving Vision Mamba Training
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1102
Vision-Language Models Create Cross-Modal Task Representations
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1505
Confidence Difference Reflects Various Supervised Signals in Confidence-Difference Classification
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-900
It's My Data Too: Private ML for Datasets with Multi-User Training Examples
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1811
Clustering Items through Bandit Feedback: Finding the Right Feature out of Many
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2008
FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2502
RLTHF: Targeted Human Feedback for LLM Alignment
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1903
Arrow: Accelerator for Time Series Causal Discovery with Time Weaving
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1104
Which Attention Heads Matter for In-Context Learning?
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1000
CollabLLM: From Passive Responders to Active Collaborators
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2007
Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3400
Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3305
What If We Recaption Billions of Web Images with LLaMA-3?
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2204
Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3108
Spherical-Nested Diffusion Model for Panoramic Image Outpainting
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3109
FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1400
Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2506
A Hitchhiker's Guide to Scaling Law Estimation
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1905
A Recipe for Causal Graph Regression: Confounding Effects Revisited
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1901
Signed Laplacians for Constrained Graph Clustering
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2508
SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3307
Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1609
Revisiting Continuity of Image Tokens for Cross-domain Few-shot Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2006
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2005
A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2511
How Much Can We Forget about Data Contamination?
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3009
Propagate and Inject: Revisiting Propagation-Based Feature Imputation for Graphs with Partially Observed Features
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3613
RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer
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Slides]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3308
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2610
TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1008
Tracking The Best Expert Privately
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3612
Incorporating Arbitrary Matrix Group Equivariance into KANs
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1207
Prediction via Shapley Value Regression
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2111
Transformative or Conservative? Conservation laws for ResNets and Transformers
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3611
On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2704
Function-to-Style Guidance of LLMs for Code Translation
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1808
Comparing Few to Rank Many: Active Human Preference Learning Using Randomized Frank-Wolfe Method
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3005
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1409
Revisiting Non-Acyclic GFlowNets in Discrete Environments
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3004
A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2112
Global curvature for second-order optimization of neural networks
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2209
Lightweight Online Adaption for Time Series Foundation Model Forecasts
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2309
PRIME: Deep Imbalanced Regression with Proxies
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1700
Divide and Conquer: Learning Label Distribution with Subtasks
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1501
Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3002
Rhomboid Tiling for Geometric Graph Deep Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1506
Learning to Match Unpaired Data with Minimum Entropy Coupling
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1807
Competing Bandits in Matching Markets via Super Stability
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1801
CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1004
GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2808
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2807
Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3601
Stable Fair Graph Representation Learning with Lipschitz Constraint
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2803
Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3000
G-Adaptivity: optimised graph-based mesh relocation for finite element methods
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1604
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3100
Aggregation Buffer: Revisiting DropEdge with a New Parameter Block
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2310
Deep Principal Support Vector Machines for Nonlinear Sufficient Dimension Reduction
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3101
Simple Path Structural Encoding for Graph Transformers
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2901
Adaptive Localization of Knowledge Negation for Continual LLM Unlearning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2902
RuleAdapter: Dynamic Rules for training Safety Reward Models in RLHF
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1503
Navigating Conflicting Views: Harnessing Trust for Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2903
FlatQuant: Flatness Matters for LLM Quantization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3204
RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2904
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3505
On Exact Bit-level Reversible Transformers Without Changing Architecture
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1504
Nonparametric Teaching for Graph Property Learners
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3506
MixMin: Finding Data Mixtures via Convex Minimization
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3201
FlexiClip: Locality-Preserving Free-Form Character Animation
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1300
On the Impact of Performative Risk Minimization for Binary Random Variables
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2208
MTSTRec: Multimodal Time-Aligned Shared Token Recommender
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3300
Learning to Quantize for Training Vector-Quantized Networks
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2103
CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2910
PARM: Multi-Objective Test-Time Alignment via Preference-Aware Autoregressive Reward Model
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1301
A Mathematical Framework for AI-Human Integration in Work
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Slides]
[
Poster]
[
OpenReview]
Oral Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-602
Position: Probabilistic Modelling is Sufficient for Causal Inference
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1108
AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3211
Masked Autoencoders Are Effective Tokenizers for Diffusion Models
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3409
Strategy Coopetition Explains the Emergence and Transience of In-Context Learning
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1206
(How) Can Transformers Predict Pseudo-Random Numbers?
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Poster]
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OpenReview]
